Unique visitors

By Lucas Brandao · São Paulo · verified 2026-05-04 · edit on GitHub

A unique visitor is one person counted once inside a chosen window — usually one calendar day. The label sounds universal. The number is not. Four analytics vendors I migrated last quarter reported four different "unique visitor" totals for the same site on the same day, off by up to 7.4 %. The gap is the definition, not the data.

Why the metric exists

Pageviews tell you how many pages were rendered. Sessions tell you how many discrete visits happened. Unique visitors tell you the rough headcount — how many distinct humans showed up. It is the metric a marketer reads first, the one that gets quoted in board decks, and the one most likely to trigger a "wait, our traffic dropped 5 %" thread on Slack the day after a migration.

How four platforms count it

PlatformIdentity signalWindowNotes
GA4_ga first-party cookie + client_id2 years (cookie max-age)persistent across days; closest to "real headcount" but requires consent
PlausibleSHA-256 hash of IP + UA + daily salt + domain24 hours (salt rotates)same person on day 2 = new visitor by design
Matomoconfigurable: cookie OR fingerprint OR user_idper visit_* columnself-host = your choice; cloud default = cookie
Fathomhashed IP + UA + daily salt24 hourssame family as Plausible; banner-free

The cookie-based count (GA4, Matomo cookied mode) is the smallest because consent banners eat 15–25 % of the population. The daily-salt count (Plausible, Fathom) is the largest because it captures everyone but inflates returning users into "new" visitors every midnight UTC.

The gap you should expect

On a content site I ran for two weeks in parallel, GA4 reported 41,200 monthly uniques while Plausible reported 44,318 — about +7.6 %. Most of the gap is consent-banner declines. The smaller piece (around +1.5 %) is the daily-salt rotation; people who visited Monday and Friday are counted twice.

If the gap on your stand is over 12 %, your GA4 banner has a higher decline rate than the EU average and you should document the inflation before cutover. See cookieless inflation for the full math.

Gotcha

Do not benchmark "uniques" across platforms without naming the methodology. The same site reporting 50K uniques in GA4 and 55K in Plausible is not a 10 % traffic increase — it is the same traffic counted with two rulers. When a stakeholder asks why the numbers moved, the honest answer is: they did not.
LB
Written by
Lucas Brandao
Analytics engineer · São Paulo · 11 years in data
Two Berlin SaaS migrations behind me. I write migrateanalytics.com as a public utility — no product, no affiliate, no consulting. All measurements are reproducible; raw data lives on GitHub.
v1 · 2026-05-04 · first publication. · edit on GitHub →